Is it possible to implement reinforcement learning using a neural network?
Andrej Karpathy's blog has a tutorial on getting a neural network to learn pong with reinforcement learning. His commentary on the current state of the field is interesting.

He also provides a whole bunch of links (David Silver's course catches my eye). Here is a working link to the lecture videos.

Here are demos of DeepMinds game playing.
Get links to the papers at Andrej Karpathy's blog above
- rat fps


nice demos at 19 minutes into this